new-workspace-lptek

now

Object Detection

now Image Dataset

v1

2022-04-19 4:17am

Generated on Apr 19, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 90%
333Images
Valid Set 8%
29Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 720x720

Augmentations

Outputs per training example: 3
90° Rotate: Counter-Clockwise
Noise: Up to 2% of pixels